RDS & GCU’s: Early Detection Systems,Mining the DataAIMEE LOPEZ-RIVAS HCI/5001/25/2016LEE EDWARDS

Clinical Data Systems & Real Time Data Sensing

• RDS = Real Time Data Sensing• Monitors Heart Rate & O2 Sat

• General Warning & Early Detection • Intervention • Prevention• Treatment • Decreases Mortality Rates on General Care Units (GCU’s)• Stops Cardio Pulmonary Arrest Prior to Happening• Improved on Manual Methods

Detection & RDS • Detection• MEWS (John Hopkins Medical Center 1st Develops)• RDS• WSN & Early Warning Paging System• Mathematical Analysis • Close to 0.1!!!• Understand the Processes to RDS

Math & RDS ...Why This Data Is IMPORTANT• Complex & Many Variables • Not Going to Show Equations, Just Explain • We do it to Eval & predict

• Criteria • Explain the Funny Letters • Criteria Allow Prediction & Probabilities of an Event

RDS = Improved Outcomes (Short Study Example)

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0.5

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1.5

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Series 1

Series 2

RDS Early Detection

Series 1 Series 2

6 months

ICU Monitoring

RDS & GCU’s

Conclusion

RDS Improves Nursing & MD Ability to Treat

Increase Quality Care

Improves Outcomes

ReferencesHebda, T., & Czar, P. (2013).Handbook of informatics for nurses & healthcare professionals. Retrieved from the University of Phoenix eBook Collection.Mao, Y., Chen, W., Chen, Y., Chenyang, L., Marin, K., & Thomas, C.B., (2012). An intergrated data mining approach to real-time clinical monitoring and deterioration warning . Retrieved from http://www3.nd.edu/~dwang5/courses/spring15/papers/medical/p3.pdfSung, S.F., Hsieh, C.Y., Kao, Y., Yea, H, Lin, H.J., & Chen, C.H.,  (2015, November ). Developing a stroke severity index based on administrative data was feasible using data mining techniques. Journal of Clinical Epidemiology , 68(11), 1292-1300. Retrieved from http://searchproquest.com.contentproxy.phoenix.edu/docview/1728292989?pq-origsite=summon&accountid=458